IoT Big Data Platform
2016-01-28 10:25:24 0 举报IoT Analytic Platform with Apache Spark
作者其他创作
大纲/内容
Hive
publish eventvia REST
REST request
Model Publishing
HDFS
Data Scientist
publish
IoT Execution Platform
realtime search
analyze
subscribe
load history data
Spark
NiFi
Kafka
LOB Operator
publish ML model
request for bulk load from
IoT Analytic Platform: Realtime Processing and Dashboard
属性
read history data from
Spark Streaming
receive and response
load model
bulk load from
IoT Analytic Platform: Prediction
persist model
IoT Analytic Platform: Retrospective Analysis & Reporting
mini batch index upadte
upload to
Solr
visualize
subscribe prediction result
BI Tools
Banana
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